Table 3. Assumption checking and diagnostic testing functionality from NMA R packages gemtc, pcnetmeta and netmeta.
Tasks | Features | gemtc | pcnetmeta | Netmeta |
Assessing Heterogeneity | Visual inspection - forest plot | ✓ | ✗ | ✓ |
Pairwise statistics | ✓ | ✗ | ✓ | |
Global statistics | ✓ | ✗ | ✓ | |
Assessing Inconsistency | Visual inspection - forest plot of direct vs. indirect | ✓ | ✗ | ✗ |
Visual inspection – heat map | ✗ | ✗ | ✓ (net heat plot) | |
Consistency statistics | ✓ | ✗ | ✓ | |
Back-calculation | ✓ | ✗ | ✗ | |
Node-split/decomposition | ✓ | ✗ | ✓ | |
Goodness of model fit | Deviance information criterion (DIC) | ✓ | ✓ | NA |
Akaike information criterion (AIC) | NA | NA | ✗ |